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Nonparametric Regression: Regression Analysis, Predictor, Kernel Regression, Decision Tree Learning, Non-parametric Statistics, Isotonic Regression -

English
2026-03-14
€133.57 €166.96

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High Quality Content by WIKIPEDIA articles! In statistics, nonlinear regression is a form of regression analysis in which observational data are modeled by a function which is a nonlinear combination of the model parameters and depends on one or more independent variables. The data are fitted by a method of successive approximations. The data consist of error-free independent variables (explanatory variable ... Full description

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High Quality Content by WIKIPEDIA articles! In statistics, nonlinear regression is a form of regression analysis in which observational data are modeled by a function which is a nonlinear combination of the model parameters and depends on one or more independent variables. The data are fitted by a method of successive approximations. The data consist of error-free independent variables (explanatory variable), x, and their associated observed dependent variables (response variable), y. Each y is modeled as a random variable with a mean a given by a nonlinear function f(x,¿). Systematic error may be present but its treatment is outside the scope of regression analysis. If the independent variables are not error-free, this is an errors-in-variables model, also outside this scope.

More Information

Publisher OmniScriptum
Release year 2026
Cover type Softcover
EAN 9786130495763
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€133.57 €166.96